Academic theses are expected to show originality, critical thinking, and ethical scholarship. As digital tools and artificial intelligence become more common in higher education, universities are paying closer attention to plagiarism detection and AI-generated content in student work. This paper proposes a simple evaluation framework for academic theses based on three thresholds: less than 10% similarity as acceptable, 10–15% as needing evaluation, and above 15% as fail. The